Dr. Yao Nie Profile

Dr. Yao Nie

Senior Imaging Scientist at Roche Diagnostic Solution

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Publications (5)

Proceedings Article | 3 April 2024 Presentation + Paper

Cross-modality attention-based multimodal fusion for non-small cell lung cancer (NSCLC) patient survival prediction

Ruining Deng, Nazim Shaikh, Gareth Shannon, Yao Nie

Proceedings Volume 12933, 1293309 (2024) https://doi.org/10.1117/12.3006036

KEYWORDS: Image fusion, Feature fusion, Design, Data fusion, Lung cancer, Data modeling, Education and training, Image classification, Genomics, Cancer

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Proceedings Article | 3 April 2024 Poster + Paper

A generative AI approach for interference study on chromogenic triplex images

Satarupa Mukherjee, Jim Martin, Yao Nie

Proceedings Volume 12933, 1293318 (2024) https://doi.org/10.1117/12.3003890

KEYWORDS: RGB color model, Colon, Histograms, Artificial intelligence, Tissues, Education and training, Absorbance, Lung, Biological research, Matrices

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Proceedings Article | 18 March 2019 Presentation + Paper

Computer aided antibody screening for IHC assay development

Faranak Aghaei, Yao Nie

Proceedings Volume 10956, 109560C (2019) https://doi.org/10.1117/12.2512613

KEYWORDS: Image resolution, Machine learning, Deconvolution, Feature extraction, Tissues, Data modeling, Pathology, Visualization, Neural networks, Computer aided design

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Proceedings Article | 6 March 2018 Presentation + Paper

Single stain normalization for IHC whole slide images

Maria Sainz de Cea , Yao Nie

Proceedings Volume 10581, 1058104 (2018) https://doi.org/10.1117/12.2293587

KEYWORDS: Tissues, RGB color model, Image analysis, Deconvolution, Pathology, Detection and tracking algorithms, Colorimetry, Computer aided diagnosis and therapy, Breast cancer, Visualization

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Proceedings Article | 6 March 2018 Presentation + Paper

Color deconvolution method with DAB scatter correction for bright field image analysis

Yao Nie, Christian Roessler, Emilia Andersson, Oliver Grimm

Proceedings Volume 10581, 105810K (2018) https://doi.org/10.1117/12.2293576

KEYWORDS: Deconvolution, Absorption, Scattering, Image analysis, Colorimetry, Visualization, RGB color model, Tissues, Image processing, Absorbance

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